Learning Semantic-Aware Knowledge Guidance for Low-Light Image Enhancement. - Yuhui Wu 001; Chen Pan; Guoqing Wang 001; Yang Yang 003; Jiwei Wei; Chongyi Li; Heng Tao Shen (CVPR, 2023)

Learning Semantic-Aware Knowledge Guidance for Low-Light Image Enhancement. - Yuhui Wu 001; Chen Pan; Guoqing Wang 001; Yang Yang 002; Jiwei Wei; Chongyi Li; Heng Tao Shen (CoRR, 2023)

ReCo-Diff: Explore Retinex-Based Condition Strategy in Diffusion Model for Low-Light Image Enhancement. - Yuhui Wu 001; Guoqing Wang 001; Zhiwen Wang 004; Yang Yang 002; Tianyu Li; Peng Wang 023; Chongyi Li; Heng Tao Shen (CoRR, 2023)

Domain Prompt Learning Framework for Real Image Dehazing. - Kaihao Lin; Guoqing Wang 001; Yuhui Wu 001; Shuhang Gu; Xing Xu 001; Yang Yang 003 (ICME, 2024)

Cascaded Adversarial Attack: Simultaneously Fooling Rain Removal and Semantic Segmentation Networks. - Zhiwen Wang 004; Yuhui Wu 001; Zheng Wang 044; Jiwei Wei; Tianyu Li; Guoqing Wang 001; Yang Yang 002; Hengtao Shen (ACM Multimedia, 2024)

JoReS-Diff: Joint Retinex and Semantic Priors in Diffusion Model for Low-light Image Enhancement. - Yuhui Wu 001; Guoqing Wang 001; Zhiwen Wang 004; Yang Yang 002; Tianyu Li; Malu Zhang; Chongyi Li; Heng Tao Shen (ACM Multimedia, 2024)

Towards a Flexible Semantic Guided Model for Single Image Enhancement and Restoration. - Yuhui Wu 001; Guoqing Wang 001; Shaochong Liu; Yang Yang 002; Wei Liu 005; Xiongxin Tang; Shuhang Gu; Chongyi Li; Heng Tao Shen (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

NTIRE 2025 Challenge on Day and Night Raindrop Removal for Dual-Focused Images: Methods and Results. - Xin Li 082; Yeying Jin; Xin Jin; Zongwei Wu; Bingchen Li; Yufei Wang; Wenhan Yang; Yu Li; Zhibo Chen 001; Bihan Wen; Robby T. Tan; Radu Timofte; et al. (CVPR Workshops, 2025)

InsViE-1M: Effective Instruction-based Video Editing with Elaborate Dataset Construction. - Yuhui Wu 001; Liyi Chen 002; Ruibin Li; Shihao Wang; Chenxi Xie; Lei Zhang 006 (CoRR, 2025)

Toward Generalized and Realistic Unpaired Image Dehazing via Region-Aware Physical Constraints. - Kaihao Lin; Guoqing Wang 001; Tianyu Li; Yuhui Wu 001; Chongyi Li; Yang Yang 002; Heng Tao Shen (IEEE Trans. Circuits Syst. Video Technol., 2025)

NTIRE 2025 Challenge on Day and Night Raindrop Removal for Dual-Focused Images: Methods and Results. - Xin Li 082; Yeying Jin; Xin Jin; Zongwei Wu; Bingchen Li; Yufei Wang; Wenhan Yang; Yu Li; Zhibo Chen 001; Bihan Wen; Robby T. Tan; Radu Timofte; et al. (CoRR, 2025)

DNAEdit: Direct Noise Alignment for Text-Guided Rectified Flow Editing. - Chenxi Xie; Minghan Li 001; Shuai Li 014; Yuhui Wu 001; Qiaosi Yi; Lei Zhang 006 (CoRR, 2025)

Fine-structure Preserved Real-world Image Super-resolution via Transfer VAE Training. - Qiaosi Yi; Shuai Li 014; Rongyuan Wu; Lingchen Sun; Yuhui Wu 001; Lei Zhang 006 (CoRR, 2025)